Bastrop County, Texas. Bastrop County is a county located in the U.S. state of Texas. As of the 2010 census, the population was 74,171. Its county seat is Bastrop. Bastrop County is named for Felipe Enrique Neri, Baron de Bastrop (he was actually a commoner named Philip Hendrik Nering Bogel wanted for embezzlement in his (...)